{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "from matplotlib import animation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "animation.writers.list()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "try:\n",
    "    writer = animation.FFMpegWriter()\n",
    "except BaseException as exc:\n",
    "    print(exc)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['pillow', 'ffmpeg', 'ffmpeg_file', 'html']\n"
     ]
    },
    {
     "data": {
      "text/plain": "'<video width=\"432\" height=\"288\" controls autoplay loop>\\n  <source type=\"video/mp4\" src=\"data:video/mp4;base64,AAAAIGZ0eXBNNFYgAAACAE00ViBpc29taXNvMmF2YzEAAAAIZnJlZQAAqZVtZGF0AAACrgYF//+q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 Your browser does not support the video tag.\\n</video>'"
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
      "image/png": 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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "from matplotlib import pyplot as plt\n",
    "from matplotlib import animation\n",
    "# plt.rcParams['animation.ffmpeg_path'] = '/opt/local/bin'\n",
    "print(animation.writers.list())\n",
    "\n",
    "fig = plt.figure()\n",
    "ax = plt.axes(xlim=(0, 2), ylim=(-2, 2))\n",
    "line, = ax.plot([], [], lw=2)\n",
    "\n",
    "def init():\n",
    "    line.set_data([], [])\n",
    "    return line,\n",
    "\n",
    "def animate(i):\n",
    "    x = np.linspace(0, 2, 1000)\n",
    "    y = np.sin(2 * np.pi * (x - 0.01 * i))\n",
    "    line.set_data(x, y)\n",
    "    return line,\n",
    "\n",
    "anim = animation.FuncAnimation(fig, animate, init_func=init,\n",
    "                           frames=200, interval=20, blit=True)\n",
    "anim.to_html5_video()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}